TokenAtlas
Company

Building the infrastructure layer for AI economics.

We help AI startups, developers, and businesses understand, estimate, and optimize the real cost of running AI.

Mission

Make AI pricing transparent and understandable.

Token pricing, context windows, and inference costs change weekly. We turn that chaos into clear, comparable numbers any builder can act on — from a weekend project to a production fleet.

Vision

The operating system for AI infrastructure economics.

One platform for estimating, comparing, forecasting, and optimizing every layer of AI spend — from prompts to agents to fine-tuning to enterprise procurement.

Values

What we stand for.

Transparency

Clear pricing data, no hidden math, no vendor spin.

Speed

Estimates in milliseconds. Iterations in seconds.

Simplicity

Complex economics, simple interfaces.

Developer Experience

Tools built by engineers, for engineers.

Accessibility

Free core tools. Open knowledge. Global-first.

Roadmap

Where we're going.

  • 2026

    Launch

    TokenAtlas opens with model pricing and core calculators.

  • Q1 2026

    AI Calculator Tools

    Token, margin, and break-even estimators ship.

  • Q3 2026

    Workflow Estimators

    Multi-step agent and retrieval cost simulations.

  • Q1 2027

    Team Dashboards

    Shared scenarios, collaboration, and exports.

  • 2027

    Enterprise Analytics

    Procurement-grade infra analytics for org-wide AI.

Build smarter AI products.

Estimate your costs before you ship — not after the bill arrives.

Start Calculating